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Researcher
Panos Patrinos
- Disciplines:Applied mathematics in specific fields, Computer architecture and networks, Information sciences, Information systems, Programming languages, Scientific computing, Theoretical computer science, Visual computing, Other information and computing sciences, Control systems, robotics and automation, Modelling, Design theories and methods, Mechatronics and robotics, Biological system engineering, Computer theory, Signal processing
Affiliations
- Dynamical Systems, Signal Processing and Data Analytics (STADIUS) (Division)
Member
From1 Aug 2020 → Today - ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics (Division)
Member
From1 Sep 2015 → 31 Jul 2020
Projects
1 - 10 of 35
- Tipoflow: Time-parallel optimization of turbulent flows in wind energy applicationsFrom12 Feb 2024 → TodayFunding: HORIZON.2.4 - Digital, Industry and Space
- Highly efficient non-Euclidean optimization and MCMC methods for deep matrix completionFrom1 Oct 2023 → TodayFunding: FWO junior postdoctoral fellowship
- Topology Optimization of large-scale systems with many local constraintsFrom21 Sep 2023 → TodayFunding: BOF - doctoral mandates
- On real-time solutions for data-driven design, signal processing and control of noisy nonlinear systemsFrom26 Apr 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Stochastic energy forecasting and optimal risk-averse trading strategies on the energy marketFrom22 Dec 2022 → TodayFunding: Baekeland
- A dynamical systems approach to nonconvex optimizationFrom27 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Taming Nonconvexity in Structured Low-Rank OptimizationFrom1 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Scalable Lifting for Tight Convex Relaxations of Large-scale Nonconvex Structured OptimizationFrom1 Oct 2022 → 30 Sep 2023Funding: BOF - postdoctoral mandates
- Optimization algorithms for data-driven design, signal processing and control of noisy nonlinear systemsFrom15 Sep 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Taming Nonconvexity in Structured Low-Rank Optimization.From1 Jan 2022 → TodayFunding: FWO research project (including WEAVE projects)
Publications
41 - 50 of 98
- A quadratically convergent proximal algorithm for nonnegative tensor decomposition(2021)
Authors: Nico Vervliet, Andreas Themelis, Panos Patrinos, Lieven De Lathauwer
Pages: 1020 - 1024Number of pages: 5 - Sample Complexity of Data-Driven Stochastic LQR with Multiplicative Uncertainty(2020)
Authors: Peter Coppens, Panos Patrinos
Pages: 6210 - 6215 - Learning-Based Distributionally Robust Model Predictive Control of Markovian Switching Systems with Guaranteed Stability and Recursive Feasibility(2020)
Authors: Mathijs Schuurmans, Panos Patrinos
Pages: 4287 - 4292 - Optimal versus approximate channel selection methods for EEG decoding with application to topology-constrained neuro-sensor networks(2020)
Authors: Abhijith Mundanad Narayanan, Panos Patrinos, Alexander Bertrand
Pages: 92 - 102 - Multi-pattern recognition through maximization of signal-to-peak-interference ratio with application to neural spike sorting(2020)
Authors: Panos Patrinos, Fabian Kloosterman, Alexander Bertrand
Pages: 6240 - 6254 - Risk-Averse Model Predictive Operation Control of Islanded Microgrids(2020)
Authors: Pantelis Sopasakis, Panos Patrinos
Pages: 2136 - 2151 - Distributed Proximal Algorithms for Large-Scale Structured Optimization(2020)
Authors: Puya Latafat, Panos Patrinos
- Learning-based risk-averse model predictive control for adaptive cruise control with stochastic driver models(2020)
Authors: Mathijs Schuurmans, Panos Patrinos
Pages: 15337 - 15342 - Data-driven distributionally robust LQR with multiplicative noise(2020)
Authors: Peter Coppens, Mathijs Schuurmans, Panos Patrinos
Pages: 521 - 530 - Microsecond Nonlinear Model Predictive Control for DC-DC Converters(2020)
Authors: Ben Hermans, Panos Patrinos
Pages: 406 - 419